Company Filing History:
Years Active: 2017-2020
Title: Innovations by Melanie Vinton
Introduction
Melanie Vinton is an accomplished inventor based in Fairfax Station, VA (US). She has made significant contributions to the field of geospatial technology, holding a total of 3 patents. Her work focuses on synthesizing training data for broad area geospatial object detection, which has important applications in various industries.
Latest Patents
One of her latest patents involves a system for broad area geospatial object recognition, identification, classification, location, and quantification. This innovative system comprises an image manipulation module that creates synthetically-generated images to imitate and augment an existing quantity of orthorectified geospatial images. Additionally, it includes a deep learning module and a convolutional neural network that serve as an image analysis module. This technology analyzes a large corpus of orthorectified geospatial images, identifies and demarcates a searched object of interest, and locates and quantifies the identified or classified objects from the available geospatial imagery. The system is designed to report results in a requestor's preferred format.
Career Highlights
Melanie Vinton is currently employed at DigitalGlobe, Incorporated, where she continues to innovate and develop cutting-edge technologies in geospatial analysis. Her expertise in this field has positioned her as a key player in advancing the capabilities of geospatial object detection.
Collaborations
Some of her notable coworkers include Adam Estrada and Christopher Burd, who contribute to the collaborative environment that fosters innovation at DigitalGlobe.
Conclusion
Melanie Vinton's work in synthesizing training data for geospatial object detection exemplifies her commitment to advancing technology in this critical area. Her contributions are paving the way for more efficient and effective geospatial analysis solutions.